Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SYT12

Gene summary for SYT12

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYT12

Gene ID

91683

Gene namesynaptotagmin 12
Gene AliasSYT11
Cytomap11q13.2
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

B0AZL9


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
91683SYT12male-WTAHumanThyroidPTC1.17e-314.14e-010.1037
91683SYT12PTC01HumanThyroidPTC3.77e-153.25e-010.1899
91683SYT12PTC04HumanThyroidPTC2.77e-071.72e-010.1927
91683SYT12PTC05HumanThyroidPTC5.09e-259.26e-010.2065
91683SYT12PTC06HumanThyroidPTC2.39e-471.07e+000.2057
91683SYT12PTC07HumanThyroidPTC1.15e-386.71e-010.2044
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0010038112ThyroidPTCresponse to metal ion157/5968373/187231.80e-051.86e-04157
GO:005159219ThyroidPTCresponse to calcium ion65/5968149/187231.67e-039.16e-0365
GO:0071241110ThyroidPTCcellular response to inorganic substance92/5968226/187233.01e-031.49e-0292
GO:0071248110ThyroidPTCcellular response to metal ion78/5968197/187231.29e-024.98e-0278
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
SYT12SNVMissense_Mutationnovelc.814C>Ap.Leu272Ilep.L272IQ8IV01protein_codingtolerated(0.21)benign(0.062)TCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
SYT12SNVMissense_Mutationnovelc.815T>Gp.Leu272Argp.L272RQ8IV01protein_codingdeleterious(0)probably_damaging(0.914)TCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
SYT12SNVMissense_Mutationc.808N>Tp.Gly270Cysp.G270CQ8IV01protein_codingtolerated(0.07)benign(0.428)TCGA-E2-A14O-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
SYT12SNVMissense_Mutationc.313G>Cp.Glu105Glnp.E105QQ8IV01protein_codingdeleterious_low_confidence(0.01)benign(0.076)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SYT12SNVMissense_Mutationnovelc.776N>Tp.Ser259Phep.S259FQ8IV01protein_codingtolerated(0.05)possibly_damaging(0.641)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
SYT12insertionNonsense_Mutationnovelc.736_737insGCCTTTCTTTAAATATCACCAGGCAGTGACTp.Glu246GlyfsTer10p.E246Gfs*10Q8IV01protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SYT12insertionFrame_Shift_Insnovelc.552_553insGCCAGCTTCGAGTCCTGCTTCATGCGCGTCAp.Leu196GlnfsTer33p.L196Qfs*33Q8IV01protein_codingTCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SYT12SNVMissense_Mutationnovelc.214G>Cp.Glu72Glnp.E72QQ8IV01protein_codingtolerated_low_confidence(0.12)benign(0.005)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
SYT12SNVMissense_Mutationc.42N>Cp.Lys14Asnp.K14NQ8IV01protein_codingtolerated_low_confidence(0.25)benign(0.01)TCGA-FU-A23K-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
SYT12SNVMissense_Mutationnovelc.481N>Cp.Glu161Glnp.E161QQ8IV01protein_codingtolerated(0.16)benign(0.005)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1